Applied Data Mining
Author:   Guandong Xu ,  Yu Zong ,  Zhenglu Yang
Publisher:   Taylor & Francis Inc
ISBN:  

9781466585836


Pages:   284
Publication Date:   17 June 2013
Format:   Hardback
Availability:   In Print   Availability explained
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Applied Data Mining


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Overview

Data mining has witnessed substantial advances in recent decades. New research questions and practical challenges have arisen from emerging areas and applications within the various fields closely related to human daily life, e.g. social media and social networking. This book aims to bridge the gap between traditional data mining and the latest advances in newly emerging information services. It explores the extension of well-studied algorithms and approaches into these new research arenas.

Full Product Details

Author:   Guandong Xu ,  Yu Zong ,  Zhenglu Yang
Publisher:   Taylor & Francis Inc
Imprint:   CRC Press Inc
Dimensions:   Width: 15.60cm , Height: 2.30cm , Length: 23.40cm
Weight:   0.690kg
ISBN:  

9781466585836


ISBN 10:   1466585838
Pages:   284
Publication Date:   17 June 2013
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

FUNDAMENTALS. Introduction. Mathematical Foundations. Data Preparation. Cluster Analysis. Classification. Frequent Pattern Mining. ADVANCED DATA MINING. Advanced Clustering Analysis. Privacy Preserving in Data Mining. Data Stream. EMERGING APPLICATIONS. Web Clustering and Web Community. Recommender Systems. Data Mining in Social Tagging Systems. Social Network Mining.

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Author Information

Dr. Guandong Xu , Centre for Applied Informatics, School of Engineering and Science, Victoria University, Australia Prof. Yu Zong, Department of Information and Engineering, West Anhui University, China Dr. Zhenglu Yang, Institute of Industrial Science, Tokyo, Japan

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